Do you know exactly what data was used to train your ML models?

Datasig generates fingerprints for AI training datasets that can help detect poisoning attacks without needing to store a dataset’s raw data.

Our new tool helps AI Bill of Materials (AIBOM) tools track datasets that are part of an AI model’s supply chain. Datasig’s fingerprints can trace a model’s data supply chain to determined if it was trained on data that was poisoned, erroneous, or contained sensitive information.

Read more about the tool: https://blog.trailofbits.com/2025/05/02/datasig-fingerprinting-ai/ml-datasets-to-stop-data-borne-attacks/